Singular 3x3 Matrix: Solving & Understanding

  • Thread starter Thread starter Seneka
  • Start date Start date
  • Tags Tags
    3x3 Matrix
Click For Summary
SUMMARY

The discussion focuses on determining the singularity of a 3x3 matrix through row operations on its determinant. Key operations include replacing a row with the sum of itself and another row, switching two rows, and multiplying a row by a scalar. The participants clarify that while replacing R1 with R1 + R3 alters the value of R1, it simplifies the determinant calculation by introducing a zero entry. The conclusion emphasizes that a system yielding a contradiction, such as 0 = 3, indicates inconsistency and no solutions.

PREREQUISITES
  • Understanding of matrix operations, specifically row operations.
  • Familiarity with determinants and their properties.
  • Basic knowledge of linear algebra concepts, including systems of equations.
  • Ability to interpret mathematical contradictions in equations.
NEXT STEPS
  • Study the properties of determinants in linear algebra.
  • Learn about row echelon form and its applications in solving systems of equations.
  • Explore the implications of inconsistent systems in linear algebra.
  • Investigate geometric interpretations of determinants, such as area and volume calculations.
USEFUL FOR

Students and educators in mathematics, particularly those studying linear algebra, as well as anyone interested in understanding matrix singularity and determinant calculations.

Seneka
Messages
41
Reaction score
0
Homework Statement
The problem and the statement are attached. I found the solution as shown in the attached files but I don't understand why in the solutions they added R1 and R3 to get a row equivalent to R1. Problem is Q4.
Relevant Equations
-
243408
 

Attachments

  • IMG_20190511_201252.jpg
    IMG_20190511_201252.jpg
    72.9 KB · Views: 277
  • IMG_20190511_201246.jpg
    IMG_20190511_201246.jpg
    102.1 KB · Views: 288
Physics news on Phys.org
In the solution, they are taking the determinant to see if the matrix is singular. One of the three row operations you can do on determinants is replacing a row by the sum of itself and another row. The other two row operations are switching two rows, and replacing a row by a multiple of itself.
The reason they replaced R1 by R1 + R3 was to get a zero entry in the first row, which makes finding the determinant easier.
 
Mark44 said:
In the solution, they are taking the determinant to see if the matrix is singular. One of the three row operations you can do on determinants is replacing a row by the sum of itself and another row. The other two row operations are switching two rows, and replacing a row by a multiple of itself.
The reason they replaced R1 by R1 + R3 was to get a zero entry in the first row, which makes finding the determinant easier.

But won't that change the value of R1 which will be equal to 3 instead of 2.
 
Seneka said:
But won't that change the value of R1 which will be equal to 3 instead of 2.

Yes. The two equations combined to give an equation which now says 0 = 3, with a right hand side of 3.

The right-hand side doesn't matter in deciding if the determinant is 0, but it does matter if determining whether the system has zero or infinitely many solutions. 0 = 3 is a contradiction, so this system is inconsistent, no solutions. If you got 0 = 0 would be true for all x, y, z.
 
Thanks @RPinPA @Mark44

I was more confused as to why row switching worked. A nice explanation I found was by looking at what the determinant does. By looking at a simple two by two the determinant will give you an area of a parallelogram. When you add a row to another one that creates a parallelogram with the same area and therefore doesn't change the value of the determinant.
 

Similar threads

  • · Replies 6 ·
Replies
6
Views
3K
Replies
42
Views
5K
  • · Replies 5 ·
Replies
5
Views
5K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 18 ·
Replies
18
Views
3K
Replies
3
Views
4K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 8 ·
Replies
8
Views
1K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K